Free Download - Design and Analysis of Algorithms – Course Notes : By Samir Khuller.

Title      :  Design and Analysis of Algorithms – Course Notes
Author  :  Samir Khuller,
               Department of Computer Science,
               University of Maryland.

BOOK Length : 160 pages
BOOK File Format : PDF
BOOK Language : English


BOOK Description : 

Table of Content :

• Chapter - 1 : Overview of course
• Chapter - 2 : Splay Trees
• Chapter - 3 : Amortized Time for Splay Trees
• Chapter - 4 : Maintaining Disjoint sets
• Chapter - 5 : Binomial heaps
• Chapter - 6 : F-heap
• Chapter - 7 : Minimum spanning Trees
• Chapter - 8 : Fredman-tarjan MST algorithm
• Chapter - 9 : Branching problem
• Chapter - 10 : Light approximate shortest path trees
• Chapter - 11 : Matchings
• Chapter - 12 : Hopcroft-Karp Matching Algorithm
• Chapter - 13 : Two Processor Scheduling
• Chapter - 14 : Assignment Problem
• Chapter - 15 : Network Flow - Maximum Flow Problem
• Chapter - 16 : The Max flow Problem
• Chapter - 17 : An Max-Flow Algorithm
• Chapter - 18 : Vertex covers and network flow
• Chapter - 19 : Planner Graphs
• Chapter - 20 : Planner Graphs
• Chapter - 21 : Graph coloring
• Chapter - 22 : Graph Minor Theorem and other CS collectibles
• Chapter - 23 : The Min Cost Flow problem
• Chapter - 24 : Shortest path based algorithm for Min Cost Flows
• Chapter - 25 : NP - completeness
• Chapter - 26 : NP - completeness
• Chapter - 27 : NP - completeness
• Chapter - 28 : More on NP - completeness
• Chapter - 29 : Satisfiability
• Chapter - 30 : Linear Programming
• Chapter - 31 : Vertex cover
• Chapter - 32 : Weighted vertex cover
• Chapter - 33 : Approximation algorithm  for the vertex cover problem
• Chapter - 34 : Nemhauser-Trotter theorem
• Chapter - 35 : Approximation algorithms : sets cover
• Chapter - 36 : Approximation algorithms : sets cover and max coverage
• Chapter - 37 : Approximation algorithms : K centers
• Chapter - 38 : Bin Packing
• Chapter - 39 : Multi-cost Minimum spanning trees
• Chapter - 40 : Sets and vertex Cover Approximations : Randomized algorithms
• Chapter - 41 : Steiner tree problem
• Chapter - 42 : Traveling Salesperson and Chinese Postman Problem
• Chapter - 43 : Vehicle Routing Problems : Stacker Crane
• Chapter - 44 : Vehicle routing Problems : capacity bounded vehicles
• Chapter - 45 : Unit capacity Problem (1-delivery TSP)
• Chapter - 46 : K-capacity problem
• Chapter - 47 : Unbounded capacity problem
• Chapter - 48 : Lower bounds on approximations
• Chapter - 49 : Lower bounds on approximations
• Chapter - 50 : Linear Programming : The use of Duality
• Chapter - 51 : Using duality to analyze (and design) approximation algorithms
• Chapter - 52 : A general approximation technique for constrained forest pro
• Chapter - 53 : On Line vs. Off Line : A measure for Quality Evaluation

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